Challenges and Opportunities in Self-Managing Scientific Databases. - Thomas Heinis; Miguel Branco; Ioannis Alagiannis; Renata Borovica; Farhan Tauheed; Anastasia Ailamaki (IEEE Data Eng. Bull., 2011)

Automated physical designers: what you see is (not) what you get. - Renata Borovica; Ioannis Alagiannis; Anastasia Ailamaki (DBTest, 2012)

NoDB in Action: Adaptive Query Processing on Raw Data. - Ioannis Alagiannis; Renata Borovica; Miguel Branco; Stratos Idreos; Anastasia Ailamaki (Proc. VLDB Endow., 2012)

Smooth Scan: Statistics-oblivious access paths. - Renata Borovica-Gajic; Stratos Idreos; Anastasia Ailamaki; Marcin Zukowski; Campbell Fraser (ICDE, 2015)

NoDB: efficient query execution on raw data files. - Ioannis Alagiannis; Renata Borovica-Gajic; Miguel Branco; Stratos Idreos; Anastasia Ailamaki (Commun. ACM, 2015)

Cheap Data Analytics using Cold Storage Devices. - Renata Borovica-Gajic; Raja Appuswamy; Anastasia Ailamaki (Proc. VLDB Endow., 2016)

Toward timely, predictable and cost-effective data analytics. - Renata Borovica-Gajic (2016)

The Five-minute Rule Thirty Years Later and its Impact on the Storage Hierarchy. - Raja Appuswamy; Renata Borovica-Gajic; Goetz Graefe; Anastasia Ailamaki (ADMS@VLDB, 2017)

Robust Performance in Database Query Processing (Dagstuhl Seminar 17222). - Renata Borovica-Gajic; Goetz Graefe; Allison W. Lee (Dagstuhl Reports, 2017)

Finding All Nearest Neighbors with a Single Graph Traversal. - Yixin Xu; Jianzhong Qi 001; Renata Borovica-Gajic; Lars Kulik (DASFAA (1), 2018)

Smooth Scan: robust access path selection without cardinality estimation. - Renata Borovica-Gajic; Stratos Idreos; Anastasia Ailamaki; Marcin Zukowski; Campbell Fraser (VLDB J., 2018)

The five-minute rule 30 years later and its impact on the storage hierarchy. - Raja Appuswamy; Goetz Graefe; Renata Borovica-Gajic; Anastasia Ailamaki (Commun. ACM, 2019)

A Note on Bounding Regret of the C$^2$UCB Contextual Combinatorial Bandit. - Bastian Oetomo; Malinga Perera; Renata Borovica-Gajic; Benjamin I. P. Rubinstein (CoRR, 2019)

GeoPrune: Efficiently Finding Shareable Vehicles Based on Geometric Properties. - Yixin Xu; Jianzhong Qi 001; Renata Borovica-Gajic; Lars Kulik (CoRR, 2019)

Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories. - Udesh Gunarathna; Hairuo Xie; Egemen Tanin; Shanika Karunasekera; Renata Borovica-Gajic (CoRR, 2019)

Function Interpolation for Learned Index Structures. - Naufal Fikri Setiawan; Benjamin I. P. Rubinstein; Renata Borovica-Gajic (ADC, 2020)

Highly Efficient and Scalable Multi-hop Ride-sharing. - Yixin Xu; Lars Kulik; Renata Borovica-Gajic; Abdullah AlDwyish; Jianzhong Qi 001 (SIGSPATIAL/GIS, 2020)

CrashSim: An Efficient Algorithm for Computing SimRank over Static and Temporal Graphs. - Mo Li 004; Farhana Murtaza Choudhury; Renata Borovica-Gajic; Zhiqiong Wang; Junchang Xin; Jianxin Li 001 (ICDE, 2020)

Real-Time Lane Configuration with Coordinated Reinforcement Learning. - Udesh Gunarathna; Hairuo Xie; Egemen Tanin; Shanika Karunasekera; Renata Borovica-Gajic (ECML/PKDD (4), 2020)

GeoPrune: Efficiently Matching Trips in Ride-sharing Through Geometric Properties. - Yixin Xu; Jianzhong Qi 001; Renata Borovica-Gajic; Lars Kulik (SSDBM, 2020)

Harnessing spatio-temporal patterns in data for nominal attribute imputation. - Rajesh Chittor Sundaram; Elham Naghizade; Renata Borovica-Gajic; Martin Tomko (Trans. GIS, 2020)

DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees. - R. Malinga Perera; Bastian Oetomo; Benjamin I. P. Rubinstein; Renata Borovica-Gajic (ICDE, 2021)

A multi-level caching architecture for stateful stream computation. - Muhammed Tawfiqul Islam; Renata Borovica-Gajic; Shanika Karunasekera (DEBS, 2022)

e-SMARTS: a system to simulate intelligent traffic management solutions (demo paper). - Udesh Gunarathna; Renata Borovica-Gajic; Shanika Karunasekera; Egemen Tanin (SIGSPATIAL/GIS, 2022)

Dynamic graph combinatorial optimization with multi-attention deep reinforcement learning. - Udesh Gunarathna; Renata Borovica-Gajic; Shanika Karunasekera; Egemen Tanin (SIGSPATIAL/GIS, 2022)

A simulation study on prioritizing connected freight vehicles at intersections for traffic flow optimization (industrial paper). - Hairuo Xie; Renata Borovica-Gajic; Egemen Tanin; Shanika Karunasekera; Udesh Gunarathna; Gilbert Oppy; Majid Sarvi (SIGSPATIAL/GIS, 2022)

Real-Time Intelligent Autonomous Intersection Management Using Reinforcement Learning. - Udesh Gunarathna; Shanika Karunasekera; Renata Borovica-Gajic; Egemen Tanin (IV, 2022)

Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning. - Udesh Gunarathna; Renata Borovica-Gajic; Shanika Karunasekera; Egemen Tanin (CoRR, 2022)

Intelligent Autonomous Intersection Management. - Udesh Gunarathna; Shanika Karunasekera; Renata Borovica-Gajic; Egemen Tanin (CoRR, 2022)

Testing the Robustness of Learned Index Structures. - Matthias Bachfischer; Renata Borovica-Gajic; Benjamin I. P. Rubinstein (CoRR, 2022)

Database Indexing and Query Processing (Dagstuhl Seminar 22111). - Renata Borovica-Gajic; Goetz Graefe; Allison W. Lee; Caetano Sauer; Pinar Tözün (Dagstuhl Reports, 2022)

Can you fixme? An intrinsic classification of contributor-identified spatial data issues using topic models. - Rajesh Chittor Sundaram; Elham Naghizade; Renata Borovica-Gajic; Martin Tomko (Int. J. Geogr. Inf. Sci., 2022)

HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning. - R. Malinga Perera; Bastian Oetomo; Benjamin I. P. Rubinstein; Renata Borovica-Gajic (Proc. VLDB Endow., 2022)

Diversity and Inclusion Activities in Database Conferences: A 2021 Report. - Sihem Amer-Yahia; Yael Amsterdamer; Sourav S. Bhowmick; Angela Bonifati; Philippe Bonnet; Renata Borovica-Gajic; Barbara Catania; Tania Cerquitelli; Silvia Chiusano; Panos K. Chrysanthis; Carlo Curino; Jérôme Darmont; et al. (SIGMOD Rec., 2022)

Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards. - Rajeev Muralidhar; Renata Borovica-Gajic; Rajkumar Buyya (ACM Comput. Surv., 2022)

Efficient Index Learning via Model Reuse and Fine-tuning. - Guanli Liu; Jianzhong Qi 001; Lars Kulik; Kazuya Soga; Renata Borovica-Gajic; Benjamin I. P. Rubinstein (ICDEW, 2023)

A Simple Yet High-Performing On-disk Learned Index: Can We Have Our Cake and Eat it Too? - Hai Lan; Zhifeng Bao; J. Shane Culpepper; Renata Borovica-Gajic; Yu Dong (CoRR, 2023)

Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices. - Hai Lan; Zhifeng Bao; J. Shane Culpepper; Renata Borovica-Gajic (Proc. ACM Manag. Data, 2023)

Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report. - Sihem Amer-Yahia; Divyakant Agrawal; Yael Amsterdamer; Sourav S. Bhowmick; Angela Bonifati; Renata Borovica-Gajic; Jesús Camacho-Rodríguez; Barbara Catania; Panos K. Chrysanthis; Carlo Curino; Jérôme Darmont; Gillian Dobbie; et al. (SIGMOD Rec., 2023)

Real-time Road Network Optimization with Coordinated Reinforcement Learning. - Udesh Gunarathna; Hairuo Xie; Egemen Tanin; Shanika Karunasekera; Renata Borovica-Gajic (ACM Trans. Intell. Syst. Technol., 2023)

Cutting to the chase with warm-start contextual bandits. - Bastian Oetomo; R. Malinga Perera; Renata Borovica-Gajic; Benjamin I. P. Rubinstein (Knowl. Inf. Syst., 2023)

Reminiscences on Influential Papers. - Renata Borovica-Gajic (SIGMOD Rec., 2023)

No DBA? No Regret! Multi-Armed Bandits for Index Tuning of Analytical and HTAP Workloads With Provable Guarantees. - R. Malinga Perera; Bastian Oetomo; Benjamin I. P. Rubinstein; Renata Borovica-Gajic (IEEE Trans. Knowl. Data Eng., 2023)

A Fully On-Disk Updatable Learned Index. - Hai Lan; Zhifeng Bao; J. Shane Culpepper; Renata Borovica-Gajic; Yu Dong (ICDE, 2024)

Spatial-Temporal Bipartite Graph Attention Network for Traffic Forecasting. - Dimuthu Lakmal; Kushani Perera; Renata Borovica-Gajic; Shanika Karunasekera (PAKDD (2), 2024)

Seventh International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM). - Rajesh Bordawekar; Oded Shmueli; Yael Amsterdamer; Renata Borovica-Gajic; Donatella Firmani (SIGMOD Conference Companion, 2024)

Maximal size constraint community search over bipartite graphs. - Mo Li 004; Renata Borovica-Gajic; Farhana Murtaza Choudhury; Ningning Cui; Linlin Ding (Knowl. Based Syst., 2024)

SeLeP: Learning Based Semantic Prefetching for Exploratory Database Workloads. - Farzaneh Zirak; Farhana Murtaza Choudhury; Renata Borovica-Gajic (Proc. VLDB Endow., 2024)

Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report. - Sihem Amer-Yahia; Divyakant Agrawal; Yael Amsterdamer; Sourav S. Bhowmick; Renata Borovica-Gajic; Jesús Camacho-Rodríguez; Jinli Cao; Barbara Catania; Panos K. Chrysanthis; Carlo Curino; Amr El Abbadi; Avrilia Floratou; et al. (SIGMOD Rec., 2024)